Yes!

Only small non-polar molecules can easily pass through the membrane. The membrane is made from lipids which have non-polar tails forming the inside of the lipid bilayer. Non-polar molecules easily mix with each other because they form similar strength attractions. So, the non-polar molecules pass easily through the non-polar tails of the lipids.